{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f41f48ff",
   "metadata": {},
   "outputs": [],
   "source": [
    "from glob import glob\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import json\n",
    "import seaborn as sns\n",
    "\n",
    "import numpy as np\n",
    "from scipy.stats import linregress\n",
    "# /home/ycc/Desktop/LLM_comparison/results/misinfo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "45fecd28",
   "metadata": {},
   "outputs": [],
   "source": [
    "path = \"datapath\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0dd5541",
   "metadata": {},
   "source": [
    "### DeepSeek"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "77c96968",
   "metadata": {},
   "outputs": [],
   "source": [
    "F = glob(path + \"deepseek_misinfo_narrative_*\")\n",
    "ds = []\n",
    "for f in F:\n",
    "    leader = f.split(\"_\")[-2]\n",
    "    favor  = int( f.split(\"_\")[-1][3:-5] )\n",
    "    df = pd.read_json(f)\n",
    "    df[\"leader\"] = leader\n",
    "    df[\"favor\"]  = favor\n",
    "    df[\"model\"]  = \"deepseek\"\n",
    "    ds.append(df)\n",
    "ds = pd.concat(ds)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "359e4664",
   "metadata": {},
   "outputs": [],
   "source": [
    "F = glob(path + \"deepseek_misinfo_Xi*\")\n",
    "ds_o = []\n",
    "for f in F:\n",
    "    leader = f.split(\"_\")[-2]\n",
    "    favor  = int( f.split(\"_\")[-1][3:-5] )\n",
    "    df = pd.read_json(f)\n",
    "    df[\"leader\"] = leader\n",
    "    df[\"favor\"]  = favor\n",
    "    df[\"model\"]  = \"deepseek\"\n",
    "    ds_o.append(df)\n",
    "ds_o = pd.concat(ds_o)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 240,
   "id": "7662a035",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,5))\n",
    "\n",
    "leaders = [\"EmmanuelMacron\", \"VolodymyrZelenskyy\", \"VladimirPutin\", \"DonaldTrump\",\"JoeBiden\", \"XiJinping\", ]\n",
    "names   = [\"Macron\", \"Zelenskyy\", \"Putin\", \"Trump\", \"Biden\", \"Xi\"]\n",
    "qs_pos = [q for q in ds.columns if \"pos_1\" in q ]\n",
    "qs_neg = [q for q in ds.columns if \"neg_1\" in q ]\n",
    "\n",
    "for i,l in enumerate(leaders):\n",
    "    ds1 = ds[ds.leader == l]\n",
    "#     x = ds1.groupby(\"favor\")[qs_pos[i]].mean()\n",
    "#     plt.plot(x.index, x.values, label=l)\n",
    "    sns.regplot(x=ds1.favor, y=ds1[qs_pos[i]],scatter=False,label=names[i])\n",
    "\n",
    "plt.legend(fontsize=16)\n",
    "plt.xlabel(\"Favorability\", fontsize=20)\n",
    "plt.ylabel(\"Misinfo. Agreement\", fontsize=20)\n",
    "\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "plt.title(\"a) Positive Misinfo. Agreement for DeepSeek\", fontsize=20)\n",
    "\n",
    "plt.savefig(\"figures/positive_misinfo_deepseek.png\", bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "b54bdc44",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,5))\n",
    "\n",
    "leaders = [\"EmmanuelMacron\", \"VolodymyrZelenskyy\", \"VladimirPutin\", \"DonaldTrump\",\"JoeBiden\", \"XiJinping\", ]\n",
    "names   = [\"Macron\", \"Zelenskyy\", \"Putin\", \"Trump\", \"Biden\", \"Xi\"]\n",
    "qs_pos = [q for q in ds.columns if \"pos_1\" in q ]\n",
    "qs_neg = [q for q in ds.columns if \"neg_1\" in q ]\n",
    "\n",
    "for i,l in enumerate(leaders):\n",
    "    if l == \"XiJinping\":\n",
    "        ds1 = ds_o[ds_o.leader == l]\n",
    "        sns.regplot(x=ds1.favor, y=ds1[\"RQ_statement_Xi\"],scatter=False,label=names[i])\n",
    "    else:\n",
    "        ds1 = ds[ds.leader == l]\n",
    "        sns.regplot(x=ds1.favor, y=ds1[qs_neg[i]],scatter=False,label=names[i])\n",
    "    \n",
    "# plt.legend(fontsize=16)\n",
    "plt.xlabel(\"Favorability\", fontsize=20)\n",
    "plt.ylabel(\"Misinfo. Agreement\", fontsize=20)\n",
    "\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "plt.title(\"b) Negative Misinfo. Agreement for DeepSeek\", fontsize=20)\n",
    "\n",
    "plt.savefig(\"figures/negative_misinfo_deepseek.png\", bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b9effed",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "5f984c70",
   "metadata": {},
   "source": [
    "### OpenAI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "374b392d",
   "metadata": {},
   "outputs": [],
   "source": [
    "F = glob(path + \"openai_gpt4o_misinfo_narrative_*\")\n",
    "oa = []\n",
    "for f in F:\n",
    "    leader = f.split(\"_\")[-2]\n",
    "    favor  = int( f.split(\"_\")[-1][3:-5] )\n",
    "    parsed_records = []\n",
    "    with open(f, \"r\") as f:\n",
    "        for line in f:\n",
    "            try:\n",
    "                outer = json.loads(line)\n",
    "                custom_id = outer.get(\"custom_id\")\n",
    "                content_str = outer[\"response\"][\"body\"][\"choices\"][0][\"message\"][\"content\"]\n",
    "                inner_dict = json.loads(content_str)\n",
    "                parsed_records.append(inner_dict)\n",
    "            except:\n",
    "                continue\n",
    "    df = pd.DataFrame(parsed_records)\n",
    "    df[\"leader\"] = leader\n",
    "    df[\"favor\"]  = favor\n",
    "    df[\"model\"]  = \"GPT\"\n",
    "    oa.append(df)\n",
    "oa = pd.concat(oa)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6ab0a5d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'c) Positive Misinfo. Agreement for GPT-4o')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,5))\n",
    "\n",
    "leaders = [\"EmmanuelMacron\", \"VolodymyrZelenskyy\", \"VladimirPutin\", \"DonaldTrump\",\"JoeBiden\", \"XiJinping\", ]\n",
    "qs_pos = [q for q in ds.columns if \"pos_1\" in q ]\n",
    "qs_neg = [q for q in ds.columns if \"neg_1\" in q ]\n",
    "\n",
    "for i,l in enumerate(leaders):\n",
    "    oa1 = oa[oa.leader == l]\n",
    "#     x = ds1.groupby(\"favor\")[qs_pos[i]].mean()\n",
    "#     plt.plot(x.index, x.values, label=l)\n",
    "    sns.regplot(x=oa1.favor, y=oa1[qs_pos[i]],scatter=False,label=l)\n",
    "\n",
    "# plt.legend(fontsize=16)\n",
    "plt.xlabel(\"Favorability\", fontsize=20)\n",
    "plt.ylabel(\"Misinfo. Agreement\", fontsize=20)\n",
    "\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "plt.title(\"c) Positive Misinfo. Agreement for GPT-4o\", fontsize=20)\n",
    "\n",
    "plt.savefig(\"figures/positive_misinfo_gpt.png\", bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c5b3ca82",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-0.1, 5.1)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,5))\n",
    "\n",
    "leaders = [\"EmmanuelMacron\", \"VolodymyrZelenskyy\", \"VladimirPutin\", \"DonaldTrump\",\"JoeBiden\", \"XiJinping\", ]\n",
    "qs_pos = [q for q in ds.columns if \"pos_1\" in q ]\n",
    "qs_neg = [q for q in ds.columns if \"neg_1\" in q ]\n",
    "\n",
    "for i,l in enumerate(leaders):\n",
    "    oa1 = oa[oa.leader == l]\n",
    "#     x = ds1.groupby(\"favor\")[qs_pos[i]].mean()\n",
    "#     plt.plot(x.index, x.values, label=l)\n",
    "    sns.regplot(x=oa1.favor, y=oa1[qs_neg[i]],scatter=False,label=l)\n",
    "    \n",
    "# plt.legend(fontsize=16)\n",
    "plt.xlabel(\"Favorability\", fontsize=20)\n",
    "plt.ylabel(\"Misinfo. Agreement\", fontsize=20)\n",
    "\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "plt.title(\"d) Negative Misinfo. Agreement for GPT-4o\", fontsize=20)\n",
    "\n",
    "plt.ylim(-0.1,5.1)\n",
    "\n",
    "\n",
    "plt.savefig(\"figures/negative_misinfo_gpt.png\", bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f92f9fd1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "9101bfaf",
   "metadata": {},
   "source": [
    "### Heatmap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "972eb3a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Compute linear regression\n",
    "def get_slope(x,y):\n",
    "    slope, intercept, r_value, p_value, std_err = linregress(x, y)\n",
    "    return slope"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "20d7753c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(1.4802973661668755e-18)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1 = ds_o[ds_o.leader == \"XiJinping\"]\n",
    "s = get_slope(df1.favor, df1[\"RQ_statement_Xi\"])\n",
    "s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "2f5a664f",
   "metadata": {},
   "outputs": [],
   "source": [
    "leaders = [\"EmmanuelMacron\", \"VolodymyrZelenskyy\", \"VladimirPutin\", \"DonaldTrump\",\"JoeBiden\", \"XiJinping\", ]\n",
    "models  = [\"GPT-4o\", \"DeepSeek\"]\n",
    "misinfo = [\"Positive\", \"Negative\"]\n",
    "qs_pos = [q for q in ds.columns if \"pos_1\" in q ]\n",
    "qs_neg = [q for q in ds.columns if \"neg_1\" in q ]\n",
    "\n",
    "hm = []\n",
    "\n",
    "for j,qss in enumerate([qs_pos, qs_neg]):\n",
    "    for i,df in enumerate([oa,ds]):\n",
    "        for k,l in enumerate(leaders):\n",
    "            if (l == \"XiJinping\") and (misinfo[j] == \"Negative\") and (models[i] == \"DeepSeek\"):\n",
    "                df1 = ds_o[ds_o.leader == l]\n",
    "                s = get_slope(df1.favor, df1[\"RQ_statement_Xi\"])\n",
    "                \n",
    "            else:\n",
    "                df1 = df[df.leader == l]\n",
    "                s = get_slope(df1.favor, df1[qss[k]])\n",
    "                \n",
    "            hm.append([l,misinfo[j]+ \"-\" + models[i],s])\n",
    "\n",
    "hm = pd.DataFrame(hm, columns = [\"Leader\", \"Misinfo_Model\", \"Slope\"])\n",
    "\n",
    "# Pivot into heatmap format\n",
    "hm = hm.pivot(index=\"Leader\", columns=\"Misinfo_Model\", values=\"Slope\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "0443e697",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot heatmap\n",
    "plt.figure(figsize=(8, 5))\n",
    "# plt.imshow(hm, cmap=\"coolwarm_r\", aspect=\"auto\")\n",
    "ax = sns.heatmap(\n",
    "    hm,\n",
    "    annot=True,                  # add annotations\n",
    "    fmt=\".2f\",                   # format for floats\n",
    "    cmap=\"coolwarm_r\",           # reversed color map\n",
    "    linewidths=0.5,              # grid lines\n",
    "    cbar_kws={'label': 'Slope'}  # colorbar label\n",
    ")\n",
    "# plt.colorbar(label=\"Slope\", )\n",
    "\n",
    "plt.xticks(np.arange(4)+ 0.5, [\"DeepSeek\", \"GPT-4o\"]*2, fontsize=14, rotation=0)\n",
    "plt.yticks(np.arange(6)+ 0.5, [\"Trump\", \"Macron\", \"Biden\", \"Putin\", \"Zelenskyy\", \"Xi\"], fontsize=14)\n",
    "plt.xlabel(\"\")\n",
    "plt.ylabel(\"\")\n",
    "\n",
    "plt.title(\"b) Slopes by Model and Misinformation Frame\", fontsize = 16)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "597237eb",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 223,
   "id": "ac617b43",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2000x800 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,8))\n",
    "\n",
    "plt.subplot(1,2,1)\n",
    "leaders = [\"EmmanuelMacron\", \"VolodymyrZelenskyy\", \"VladimirPutin\", \"DonaldTrump\",\"JoeBiden\", \"XiJinping\", ]\n",
    "qs_pos = [q for q in ds.columns if \"pos_1\" in q ]\n",
    "qs_neg = [q for q in ds.columns if \"neg_1\" in q ]\n",
    "\n",
    "for i,l in enumerate(leaders):\n",
    "    ds1 = ds[ds.leader == l]\n",
    "#     x = ds1.groupby(\"favor\")[qs_pos[i]].mean()\n",
    "#     plt.plot(x.index, x.values, label=l)\n",
    "    sns.regplot(x=ds1.favor, y=ds1[qs_pos[i]],scatter=False,label=l)\n",
    "    \n",
    "plt.legend(fontsize=16)\n",
    "plt.xlabel(\"Favorability\", fontsize=20)\n",
    "plt.ylabel(\"Misinfo. Agreement\", fontsize=20)\n",
    "plt.title(\"a) Positive Misinfo. Agreement for DeepSeek\", fontsize=20)\n",
    "\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "\n",
    "plt.subplot(1,2,2)\n",
    "\n",
    "# plt.imshow(hm, cmap=\"coolwarm_r\", aspect=\"auto\")\n",
    "ax = sns.heatmap(\n",
    "    hm,\n",
    "    annot=True,                  # add annotations\n",
    "    fmt=\".2f\",                   # format for floats\n",
    "    cmap=\"coolwarm_r\",           # reversed color map\n",
    "    linewidths=0.5,              # grid lines\n",
    "    cbar_kws={'label': 'Slope'},  # colorbar label\n",
    "    annot_kws={\"size\": 16}  # annotation font size\n",
    ")\n",
    "# plt.colorbar(label=\"Slope\", )\n",
    "\n",
    "plt.xticks(np.arange(4)+ 0.5, [\"DeepSeek\", \"GPT-4o\"]*2, fontsize=16, rotation=0)\n",
    "plt.yticks(np.arange(6)+ 0.5, [\"Trump\", \"Macron\", \"Biden\", \"Putin\", \"Zelenskyy\", \"Xi\"], fontsize=16)\n",
    "plt.xlabel(\"\")\n",
    "plt.ylabel(\"\")\n",
    "\n",
    "cbar = ax.collections[0].colorbar\n",
    "cbar.ax.tick_params(labelsize=16)                  # colorbar tick labels fontsize\n",
    "cbar.set_label('Slope', fontsize=16)\n",
    "\n",
    "plt.title(\"b) Slopes by Model and Misinformation Frame\", fontsize = 20)\n",
    "plt.xlabel(\"Negative Misinfo       Positive Misinfo\", fontsize = 20)\n",
    "# plt.tight_layout()\n",
    "plt.savefig(\"figures/fav_misinfo_2.png\", bbox_inches=\"tight\" )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ee8b5097",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1a7302c1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d444fad1",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.18"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
